OGR data source with driver: ESRI Shapefile
Source: "/home/joebrew/Documents/cowsquitoes/data/VECTORS/13071_2010_245_MOESM1_ESM/Additional file 1 - African, Euro-ME EO shapefiles", layer: "arabiensis"
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code.R).The below shows the distribution of arabiensis in Africa.
The below shows the raw data on the Plasmodium falciparum parasite rate in 2-10 year-olds.
The below is identical to the above, but with country borders.
The below is identical to the above, but with administrative borders.
The below shows our (scaled) data on the Plasmodium falciparum parasite rate in 2-10 year-olds.
The below is identical to the above, but with country borders.
The below is identical to the above, but with administrative borders.
The below is identical to the above, but with country borders.
The below is identical to the above, but with administrative level 1 borders.
The below shows our combined score, using the product of the cattle and malaria metrics. Unlike a multi-dimensional score, this visual does not contain as much information (ie, with a value of "40", it's not clear whether this is due to a cattle percentile of 40 and a malaria percentile of 1, or a cattle percentile of 5 and a malaria percentile of 8). That said, a one-dimensional color legend is much easier to interpret visually.
The below is identical to the above, but with country borders.
The below is identical to the above, but with the distribution of arabiensis as well.
The below is identical to the above, but showing a point for each "grid" of the raster surface, and removing the geogrpaphic coordination (ie, scatterplot).
We aggregate at the polygonal national level so as to rank countries by suitability for intervention. The below maps show the mean, median, maximum, and % of area greater than continental median "single score" (product of Pf and cattle percentile) for each country in Africa.
The below shows a plot of country level values (excluding countries with 0 values throughout).
The below is a table country-level values.
| country | Average score | Max score | Median score | % of area > African median |
|---|---|---|---|---|
| Algeria | NaN | -Inf | NA | 0 |
| Angola | 2333.1573 | 7353.563 | 2209.7126 | 0 |
| Benin | 6496.9283 | 9438.505 | 6915.8354 | 0 |
| Botswana | 418.0155 | 2234.936 | 334.8742 | 0 |
| Burkina Faso | 7957.4392 | 9699.758 | 8157.9491 | 0 |
| Burundi | 2957.0399 | 6287.630 | 2896.5428 | 0 |
| Cameroon | 4218.5472 | 8602.130 | 4114.2068 | 0 |
| Canarias | NaN | -Inf | NA | 0 |
| Cape Verde | NaN | -Inf | 0.0000 | 0 |
| Central African Republic | 4561.9193 | 8721.381 | 4341.0485 | 0 |
| Chad | 2824.2043 | 6956.231 | 2867.0406 | 0 |
| Comoros | 0.0000 | 0.000 | 0.0000 | 0 |
| Congo | 2462.9646 | 5309.806 | 2524.5169 | 0 |
| Congo DRC | 2150.1000 | 9513.570 | 1855.3171 | 0 |
| Côte d'Ivoire | 5168.1716 | 9480.841 | 5138.5712 | 0 |
| Djibouti | 1226.7141 | 2893.685 | 1245.1138 | 0 |
| Egypt | 960.6049 | 1070.870 | 970.5191 | 0 |
| Equatorial Guinea | 2360.2700 | 5527.850 | 2270.5998 | 0 |
| Eritrea | 974.6356 | 2976.994 | 714.8165 | 0 |
| Ethiopia | 273.6184 | 5149.637 | 214.5856 | 0 |
| French Southern Territories | NaN | -Inf | NA | 0 |
| Gabon | 1358.5474 | 6905.658 | 939.8130 | 0 |
| Gambia | 710.4505 | 3141.180 | 593.5252 | 0 |
| Ghana | 4520.8183 | 8636.760 | 4576.7358 | 0 |
| Guinea | 7127.4868 | 9465.027 | 7648.6160 | 0 |
| Guinea-Bissau | 2048.3455 | 7735.997 | 2954.5109 | 0 |
| Kenya | 2341.7409 | 9227.900 | 1851.4142 | 0 |
| Lesotho | NaN | -Inf | NA | 0 |
| Liberia | 3179.9214 | 7272.294 | 3126.2406 | 0 |
| Libya | NaN | -Inf | NA | 0 |
| Madagascar | 2140.0323 | 7108.628 | 2142.0339 | 0 |
| Madeira | NaN | -Inf | NA | 0 |
| Malawi | 2242.9314 | 6880.970 | 2052.5274 | 0 |
| Mali | 6201.3190 | 9779.972 | 6983.0188 | 0 |
| Mauritania | 1564.2885 | 5996.842 | 1439.5772 | 0 |
| Mauritius | NaN | -Inf | 0.0000 | 0 |
| Mayotte | 0.0000 | 0.000 | 0.0000 | 0 |
| Morocco | NaN | -Inf | NA | 0 |
| Mozambique | 2588.2943 | 7697.740 | 3003.3289 | 0 |
| Namibia | 2391.4143 | 4749.421 | 2655.6500 | 0 |
| Niger | 3435.9288 | 9578.718 | 3127.1237 | 0 |
| Nigeria | 5753.6697 | 9639.879 | 6076.6770 | 0 |
| Réunion | NaN | -Inf | 0.0000 | 0 |
| Rwanda | 1652.9504 | 4753.002 | 1516.5183 | 0 |
| Saint Helena | NaN | -Inf | 0.0000 | 0 |
| Sao Tome and Principe | 0.0000 | 0.000 | 0.0000 | 0 |
| Senegal | 1821.5846 | 6483.164 | 1469.6298 | 0 |
| Seychelles | NaN | -Inf | 0.0000 | 0 |
| Sierra Leone | 5368.7538 | 8744.275 | 5686.6299 | 0 |
| Somalia | 1560.7378 | 4305.384 | 1201.2161 | 0 |
| South Africa | 1783.3770 | 5888.877 | 1437.3346 | 0 |
| South Sudan | 3567.5619 | 7232.180 | 3777.7381 | 0 |
| Spain | NaN | -Inf | NA | 0 |
| Sudan | 1182.8400 | 5594.066 | 937.9648 | 0 |
| Swaziland | 617.2870 | 1152.044 | 540.5806 | 0 |
| Tanzania | 2682.8123 | 6876.018 | 2226.8264 | 0 |
| Togo | 6443.2457 | 9047.513 | 6401.6518 | 0 |
| Tunisia | NaN | -Inf | NA | 0 |
| Uganda | 4067.3972 | 8033.209 | 4679.3340 | 0 |
| Yemen | NaN | -Inf | 0.0000 | 0 |
| Zambia | 2985.0090 | 9340.874 | 2920.1835 | 0 |
| Zimbabwe | 1359.0125 | 9077.524 | 1177.2685 | 0 |
We aggregate at the polygonal sub-national level so as to rank administrative areas (districts, etc.) by suitability for intervention. The below maps show the mean, median, maximum, and % of area greater than continental median "single score" (product of Pf and cattle percentile) for each administrative unit in Africa.
All values for all sub-national administrative units.
| country | Average score | Max score | Median score | % of area > African median |
|---|---|---|---|---|
| !Karas, Namibia | NaN | -Inf | NA | 0 |
| Abia, Nigeria | 6224.7890903 | 7475.2891486 | 6295.3502577 | 0 |
| Abidjan, Côte d'Ivoire | 3668.7777014 | 7107.8576290 | 3336.3252324 | 0 |
| Acoua, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Ad Daqahliyah, Egypt | NaN | -Inf | NA | 0 |
| Adamaoua, Cameroon | 4841.2856641 | 8602.1302746 | 4853.1248404 | 0 |
| Adamawa, Nigeria | 7461.0675024 | 9095.9937999 | 7634.2251484 | 0 |
| Addis Abeba, Ethiopia | 110.7115166 | 208.5884422 | 101.7340819 | 0 |
| Adjumani, Uganda | 4758.0294466 | 6044.6785615 | 4830.2076617 | 0 |
| Adrar, Algeria | NaN | -Inf | NA | 0 |
| Adrar, Mauritania | NaN | -Inf | NA | 0 |
| Afar, Ethiopia | 239.8549462 | 1348.9088039 | 194.1993290 | 0 |
| Agadez, Niger | 1320.5867436 | 4591.2939568 | 1205.5407766 | 0 |
| Agalega Islands, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Aïn Defla, Algeria | NaN | -Inf | NA | 0 |
| Aïn Témouchent, Algeria | NaN | -Inf | NA | 0 |
| Akwa Ibom, Nigeria | 7108.9658788 | 8616.5865946 | 7152.3070433 | 0 |
| Al Bahr al Ahmar, Egypt | 960.6049278 | 1070.8699390 | 970.5190722 | 0 |
| Al Buhayrah, Egypt | NaN | -Inf | NA | 0 |
| Al Butnan, Libya | NaN | -Inf | NA | 0 |
| Al Fayyum, Egypt | NaN | -Inf | NA | 0 |
| Al Gharbiyah, Egypt | NaN | -Inf | NA | 0 |
| Al Iskandariyah, Egypt | NaN | -Inf | NA | 0 |
| Al Isma`iliyah, Egypt | NaN | -Inf | NA | 0 |
| Al Jabal al Akhdar, Libya | NaN | -Inf | NA | 0 |
| Al Jabal al Gharbi, Libya | NaN | -Inf | NA | 0 |
| Al Jazirah, Sudan | 672.6365292 | 1322.7534305 | 662.9621070 | 0 |
| Al Jifarah, Libya | NaN | -Inf | NA | 0 |
| Al Jizah, Egypt | NaN | -Inf | NA | 0 |
| Al Jufrah, Libya | NaN | -Inf | NA | 0 |
| Al Kufrah, Libya | NaN | -Inf | NA | 0 |
| Al Marj, Libya | NaN | -Inf | NA | 0 |
| Al Marqab, Libya | NaN | -Inf | NA | 0 |
| Al Minufiyah, Egypt | NaN | -Inf | NA | 0 |
| Al Minya, Egypt | NaN | -Inf | NA | 0 |
| Al Qadarif, Sudan | 1494.6698131 | 5294.0975777 | 1175.0907152 | 0 |
| Al Qahirah, Egypt | NaN | -Inf | NA | 0 |
| Al Qalyubiyah, Egypt | NaN | -Inf | NA | 0 |
| Al Uqsur, Egypt | NaN | -Inf | NA | 0 |
| Al Wadi al Jadid, Egypt | NaN | -Inf | NA | 0 |
| Al Wahat, Libya | NaN | -Inf | NA | 0 |
| Alger, Algeria | NaN | -Inf | NA | 0 |
| Ali Sabieh, Djibouti | 2356.8460666 | 2893.6847002 | 2354.0187551 | 0 |
| Alibori, Benin | 6863.4218070 | 9438.5047395 | 7740.3790175 | 0 |
| Amajyaruguru, Rwanda | 1378.7334256 | 1830.3974014 | 1371.4929423 | 0 |
| Amajyepfo, Rwanda | 1793.8189283 | 3563.6032743 | 1636.2693437 | 0 |
| Amhara, Ethiopia | 323.0684438 | 5149.6369282 | 142.2836800 | 0 |
| An Nuqat al Khams, Libya | NaN | -Inf | NA | 0 |
| Anambra, Nigeria | 3694.2584241 | 5174.2950273 | 3691.1552189 | 0 |
| Annaba, Algeria | NaN | -Inf | NA | 0 |
| Annobón, Equatorial Guinea | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Anse aux Pins, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Anse Boileau, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Anse Étoile, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Anse Royale, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Anseba, Eritrea | 607.9048049 | 864.0173752 | 580.0392213 | 0 |
| Antananarivo, Madagascar | 1643.1189467 | 3162.1397028 | 1595.4565191 | 0 |
| Antsiranana, Madagascar | 2141.9622727 | 4088.8385908 | 2182.9324009 | 0 |
| Apac, Uganda | 6484.2632795 | 7415.4113797 | 6593.9679926 | 0 |
| Ariana, Tunisia | NaN | -Inf | NA | 0 |
| Arua, Uganda | 4988.8088974 | 6415.0307924 | 5004.0458843 | 0 |
| Arusha, Tanzania | 1382.2494218 | 4389.8769353 | 1282.4979049 | 0 |
| As Suways, Egypt | NaN | -Inf | NA | 0 |
| Ascension, Saint Helena | NaN | -Inf | NA | 0 |
| Ash Sharqiyah, Egypt | NaN | -Inf | NA | 0 |
| Ashanti, Ghana | 4644.1037375 | 5851.1386769 | 4612.8911080 | 0 |
| Assaba, Mauritania | 1607.4282686 | 5001.0551899 | 1595.9651367 | 0 |
| Aswan, Egypt | NaN | -Inf | NA | 0 |
| Asyut, Egypt | NaN | -Inf | NA | 0 |
| Atakora, Benin | 6609.5458484 | 8812.6474616 | 7160.2254346 | 0 |
| Atlantique, Benin | 5617.7843083 | 6985.8532013 | 5706.0874004 | 0 |
| Au Cap, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Awdal, Somalia | 1784.6884919 | 3105.1786645 | 1765.4378101 | 0 |
| Az Zawiyah, Libya | NaN | -Inf | NA | 0 |
| Bafatá, Guinea-Bissau | 3876.5375979 | 5090.9688036 | 3819.6610617 | 0 |
| Baie Lazare, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Baie Sainte Anne, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Bakool, Somalia | 1922.8432931 | 3334.1723716 | 1854.2542877 | 0 |
| Balaka, Malawi | 1708.4273782 | 2063.8991521 | 1719.1380731 | 0 |
| Bamako, Mali | 4876.7627276 | 6410.3355925 | 4999.1792605 | 0 |
| Bamingui-Bangoran, Central African Republic | 2038.7972874 | 6154.8695455 | 2963.9685031 | 0 |
| Banaadir, Somalia | 1516.1148349 | 2075.1608640 | 1459.4841163 | 0 |
| Bandraboua, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Bandrele, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Bandundu, Democratic Republic of the Congo | 2811.8580531 | 6118.3442894 | 2800.1443339 | 0 |
| Bangui, Central African Republic | 6493.8819203 | 6897.6126620 | 6611.5381425 | 0 |
| Bani Suwayf, Egypt | NaN | -Inf | NA | 0 |
| Banjul, Gambia | 424.3950403 | 460.1685043 | 424.3950403 | 0 |
| Barh el Ghazel, Chad | 1753.8319807 | 4054.9409392 | 1457.4177671 | 0 |
| Bari, Somalia | 823.0856593 | 1510.8444151 | 826.1442958 | 0 |
| Baringo, Kenya | 4388.5882574 | 5590.6437165 | 4485.3139585 | 0 |
| Bas-Congo, Democratic Republic of the Congo | 3644.1281223 | 5486.9995298 | 3707.6703910 | 0 |
| Bas-Sassandra, Côte d'Ivoire | 5039.8359339 | 8051.4767169 | 5346.9874055 | 0 |
| Basse-Kotto, Central African Republic | 7710.3563919 | 8721.3805912 | 7823.8109787 | 0 |
| Batha, Chad | 2205.4413094 | 4358.6252664 | 2167.6879079 | 0 |
| Batna, Algeria | NaN | -Inf | NA | 0 |
| Bauchi, Nigeria | 7160.6304720 | 8732.6761137 | 7359.7884094 | 0 |
| Bay, Somalia | 2613.6515671 | 3832.4544637 | 2671.9741917 | 0 |
| Bayelsa, Nigeria | 4597.7688541 | 7147.0524508 | 4539.5732456 | 0 |
| Beau Vallon, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Béchar, Algeria | NaN | -Inf | NA | 0 |
| Béja, Tunisia | NaN | -Inf | NA | 0 |
| Béjaïa, Algeria | NaN | -Inf | NA | 0 |
| Bel Air, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Belombre, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Ben Arous (Tunis Sud), Tunisia | NaN | -Inf | NA | 0 |
| Benghazi, Libya | NaN | -Inf | NA | 0 |
| Bengo, Angola | 1754.5144145 | 3591.8052588 | 1959.9198846 | 0 |
| Benguela, Angola | 2963.9008153 | 5136.5607209 | 2950.1559808 | 0 |
| Benshangul-Gumaz, Ethiopia | 223.5684151 | 1277.5546024 | 218.0084711 | 0 |
| Benue, Nigeria | 4823.6749741 | 6265.7002232 | 4862.4352600 | 0 |
| Berea, Lesotho | NaN | -Inf | NA | 0 |
| Bié, Angola | 2401.0369414 | 3433.2430674 | 2401.6531045 | 0 |
| Bioko Norte, Equatorial Guinea | 3303.4216765 | 5527.8503147 | 3102.6270897 | 0 |
| Bioko Sur, Equatorial Guinea | 2893.8532217 | 5063.1690455 | 3062.4830887 | 0 |
| Biombo, Guinea-Bissau | 1904.8062447 | 2477.2272958 | 1914.4885363 | 0 |
| Biskra, Algeria | NaN | -Inf | NA | 0 |
| Bissau, Guinea-Bissau | 1726.2800798 | 1911.4922867 | 1846.7450485 | 0 |
| Bizerte, Tunisia | NaN | -Inf | NA | 0 |
| Black River, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Blantyre, Malawi | 1542.2760153 | 1961.5656333 | 1575.2586087 | 0 |
| Blida, Algeria | NaN | -Inf | NA | 0 |
| Blue Nile, Sudan | 1286.6524071 | 2369.0474713 | 1277.9038972 | 0 |
| Boa Vista, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Boké, Guinea | 6169.1709977 | 9296.7871501 | 6245.7660370 | 0 |
| Bolama, Guinea-Bissau | 257.7640136 | 2454.9622123 | 0.0000000 | 0 |
| Bomet, Kenya | 5078.0396639 | 6855.2934680 | 5121.0183688 | 0 |
| Bomi, Liberia | 3520.5515557 | 5767.0024535 | 3308.1250894 | 0 |
| Bong, Liberia | 2922.7029270 | 5324.9534812 | 2875.4337819 | 0 |
| Bordj Bou Arréridj, Algeria | NaN | -Inf | NA | 0 |
| Borgou, Benin | 7319.9903223 | 9087.2578007 | 7455.3301738 | 0 |
| Borkou, Chad | 1356.6198755 | 3347.6366838 | 981.8940959 | 0 |
| Borno, Nigeria | 4204.3651441 | 8379.7588689 | 4151.6253957 | 0 |
| Boucle du Mouhoun, Burkina Faso | 8431.4925851 | 9635.2632753 | 8461.9636349 | 0 |
| Boueni, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Bouenza, Republic of Congo | 3408.8733379 | 5226.3878711 | 3222.4504647 | 0 |
| Bouira, Algeria | NaN | -Inf | NA | 0 |
| Boujdour, Western Sahara | NaN | -Inf | NA | 0 |
| Boumerdès, Algeria | NaN | -Inf | NA | 0 |
| Brakna, Mauritania | 1116.7746179 | 1639.6552445 | 1150.5257212 | 0 |
| Brava, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Brazzaville, Republic of Congo | 2538.1286041 | 3384.0879479 | 2339.0658119 | 0 |
| Brong Ahafo, Ghana | 3282.4531612 | 7524.1953500 | 2947.9789282 | 0 |
| Bubanza, Burundi | 2812.0931274 | 4265.6284054 | 2899.5504104 | 0 |
| Bugiri, Uganda | 5911.5613450 | 7414.9228736 | 6517.2271180 | 0 |
| Bujumbura Mairie, Burundi | 2133.8402981 | 3343.9454135 | 1797.8059621 | 0 |
| Bujumbura Rural, Burundi | 1807.6594966 | 4113.9552988 | 1823.3551630 | 0 |
| Bulawayo, Zimbabwe | 670.1233927 | 926.1165805 | 674.2630388 | 0 |
| Bundibugyo, Uganda | 4465.2108534 | 6592.1268245 | 5075.6295053 | 0 |
| Bungoma, Kenya | 6049.6135053 | 7206.0643971 | 6238.7643917 | 0 |
| Bur Sa`id, Egypt | NaN | -Inf | NA | 0 |
| Bururi, Burundi | 1759.1144198 | 2998.0251279 | 2038.4675103 | 0 |
| Bushenyi, Uganda | 3003.3222685 | 4841.3040782 | 3434.2789092 | 0 |
| Busia, Kenya | 6846.3386024 | 7628.5335892 | 6943.7150333 | 0 |
| Busia, Uganda | 6531.6930506 | 7419.1251761 | 6599.7800035 | 0 |
| Butha-Buthe, Lesotho | NaN | -Inf | NA | 0 |
| Cabinda, Angola | 2875.0649733 | 4295.4973118 | 2845.5844558 | 0 |
| Cabo Delgado, Mozambique | 2282.0167008 | 7254.1786817 | 2626.4761637 | 0 |
| Cacheu, Guinea-Bissau | 1258.3285664 | 2361.3910581 | 1235.5169616 | 0 |
| Cankuzo, Burundi | 3879.1812936 | 5304.0912238 | 3871.2898105 | 0 |
| Cascade, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Cascades, Burkina Faso | 8125.2369521 | 9191.8952412 | 8344.7828143 | 0 |
| Central Darfur, Sudan | 2031.1458050 | 4047.5570672 | 1932.9436420 | 0 |
| Central Equatoria, South Sudan | 4743.1570669 | 7053.3304941 | 5455.2985113 | 0 |
| Central, Botswana | 394.8407924 | 1584.3883705 | 378.4717622 | 0 |
| Central, Ghana | 4817.9001296 | 6081.9325116 | 4771.5386447 | 0 |
| Central, Zambia | 3374.7403605 | 6300.9865227 | 3351.9751678 | 0 |
| Centre-Est, Burkina Faso | 7094.3168765 | 8558.9982337 | 7113.3539366 | 0 |
| Centre-Nord, Burkina Faso | 8382.4576567 | 9399.1996556 | 8596.6794015 | 0 |
| Centre-Ouest, Burkina Faso | 8030.5983519 | 9231.7110287 | 8029.2124894 | 0 |
| Centre-Sud, Burkina Faso | 6957.2709445 | 8602.9705632 | 7148.4773635 | 0 |
| Centre, Burkina Faso | 6550.9122362 | 7731.7314896 | 6595.6290310 | 0 |
| Centre, Cameroon | 4134.3506356 | 5543.5206296 | 4205.2561773 | 0 |
| Centre, Togo | 5980.1849308 | 6880.0598555 | 6302.6176259 | 0 |
| Centro Sur, Equatorial Guinea | 2026.9765668 | 2968.9473595 | 2165.6993597 | 0 |
| Chaouia - Ouardigha, Morocco | NaN | -Inf | NA | 0 |
| Chari-Baguirmi, Chad | 2727.9976513 | 4785.4431208 | 2750.0948274 | 0 |
| Chiconi, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Chikwawa, Malawi | 1777.2195953 | 3138.2494146 | 1668.1491936 | 0 |
| Chiradzulu, Malawi | 1473.3254748 | 2092.9858230 | 1342.5575267 | 0 |
| Chirongui, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Chitipa, Malawi | 2360.4445239 | 3352.5806042 | 2441.7081733 | 0 |
| Chlef, Algeria | NaN | -Inf | NA | 0 |
| Chobe, Botswana | 571.2267501 | 2125.1236209 | 343.3012877 | 0 |
| Cibitoke, Burundi | 3400.4742646 | 4848.4014102 | 3389.4135041 | 0 |
| Collines, Benin | 5846.2804938 | 7515.9593892 | 5893.5618991 | 0 |
| Comoé, Côte d'Ivoire | 4648.9353325 | 9168.6125720 | 5039.6946207 | 0 |
| Conakry, Guinea | 2952.5468126 | 4827.6380086 | 3074.6510650 | 0 |
| Constantine, Algeria | NaN | -Inf | NA | 0 |
| Copperbelt, Zambia | 3478.8927163 | 5369.3302391 | 3561.8939560 | 0 |
| Cross River, Nigeria | 4873.6067148 | 8202.0082583 | 5161.5888538 | 0 |
| Cuando Cubango, Angola | 2283.1928960 | 4246.9203639 | 2220.7320947 | 0 |
| Cuanza Norte, Angola | 3126.5827159 | 5425.5639526 | 3119.7756287 | 0 |
| Cuanza Sul, Angola | 2513.2189996 | 3873.8250259 | 2556.0587717 | 0 |
| Cunene, Angola | 2414.4632491 | 4756.0894916 | 2414.3412489 | 0 |
| Cuvette-Ouest, Republic of Congo | 2438.3027188 | 4157.7390678 | 2922.7883672 | 0 |
| Cuvette, Republic of Congo | 3015.8555354 | 4158.2893084 | 3063.1280912 | 0 |
| Dakar, Senegal | 1617.4995378 | 1984.8490923 | 1641.1098853 | 0 |
| Dakhlet Nouadhibou, Mauritania | NaN | -Inf | NA | 0 |
| Dar es Salaam, Tanzania | 3148.9065628 | 4969.5111824 | 3126.0697311 | 0 |
| Darnah, Libya | NaN | -Inf | NA | 0 |
| Debub, Eritrea | 640.0848064 | 2544.2846881 | 501.4925669 | 0 |
| Debubawi Keyih Bahri, Eritrea | 917.0826188 | 2976.9938573 | 816.8753887 | 0 |
| Dedza, Malawi | 1921.5968153 | 6131.4476559 | 1987.9986696 | 0 |
| Delta, Nigeria | 4220.0724421 | 6700.3057591 | 4115.3888828 | 0 |
| Dembeni, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Denguélé, Côte d'Ivoire | 6470.9326601 | 8093.6254876 | 6485.3343466 | 0 |
| Diffa, Niger | 2841.7405360 | 6272.1590037 | 2823.2470469 | 0 |
| Dikhil, Djibouti | 463.1278863 | 1010.4307476 | 404.2573394 | 0 |
| Diourbel, Senegal | 1357.0605447 | 1853.4812122 | 1342.8398204 | 0 |
| Dire Dawa, Ethiopia | 190.2029704 | 281.1948772 | 203.1200973 | 0 |
| Djelfa, Algeria | NaN | -Inf | NA | 0 |
| Djibouti, Djibouti | 2418.1225558 | 2540.5171931 | 2418.1225558 | 0 |
| Dodoma, Tanzania | 1963.0757761 | 3837.9849869 | 1965.4538820 | 0 |
| Donga, Benin | 6765.7689166 | 8350.9731704 | 6962.0206268 | 0 |
| Dosso, Niger | 6372.3904156 | 9578.7179017 | 6563.2305440 | 0 |
| Doukkala - Abda, Morocco | NaN | -Inf | NA | 0 |
| Dowa, Malawi | 3109.3595676 | 3780.2559262 | 3398.7162631 | 0 |
| Dumyat, Egypt | NaN | -Inf | NA | 0 |
| Dzaoudzi, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| East Darfur, Sudan | 1397.8370716 | 3384.6233026 | 1137.9372238 | 0 |
| Eastern Cape, South Africa | NaN | -Inf | NA | 0 |
| Eastern Equatoria, South Sudan | 3205.7834716 | 6663.3005798 | 3670.1717064 | 0 |
| Eastern, Ghana | 3276.5088616 | 7577.2190136 | 2686.2081531 | 0 |
| Eastern, Sierra Leone | 6246.1499684 | 8413.6270086 | 6351.7559947 | 0 |
| Eastern, Zambia | 4705.3218676 | 6239.0410463 | 4901.0079284 | 0 |
| Ebonyi, Nigeria | 6905.5061043 | 8237.2606916 | 6982.7601628 | 0 |
| Edo, Nigeria | 5101.2752634 | 6803.9057122 | 5227.6884817 | 0 |
| Ekiti, Nigeria | 6018.0734732 | 6976.0739667 | 6025.9982207 | 0 |
| El Bayadh, Algeria | NaN | -Inf | NA | 0 |
| El Oued, Algeria | NaN | -Inf | NA | 0 |
| El Tarf, Algeria | NaN | -Inf | NA | 0 |
| Elgeyo-Marakwet, Kenya | 4181.5752693 | 5365.3389573 | 4234.5878448 | 0 |
| Embu, Kenya | 2909.1439594 | 3598.8206223 | 2912.0257440 | 0 |
| English River, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Ennedi Est, Chad | 1004.3508710 | 2790.6068922 | 965.5242195 | 0 |
| Ennedi Ouest, Chad | 968.7320177 | 2858.7590080 | 906.6043494 | 0 |
| Enugu, Nigeria | 4238.7578374 | 7550.0175586 | 4106.9155249 | 0 |
| Équateur, Democratic Republic of the Congo | 1753.5392039 | 6648.4490896 | 1658.7703750 | 0 |
| Erongo, Namibia | 2739.7525168 | 3175.3768481 | 2760.1535500 | 0 |
| Es Semara, Western Sahara | NaN | -Inf | NA | 0 |
| Est, Burkina Faso | 6932.6271854 | 9128.2503805 | 7226.4071675 | 0 |
| Est, Cameroon | 3618.0296140 | 7708.9760861 | 3775.7639917 | 0 |
| Estuaire, Gabon | 188.8929884 | 3944.7585422 | 0.1217707 | 0 |
| Extrême-Nord, Cameroon | 4931.2255548 | 8087.1667059 | 4948.6169685 | 0 |
| Faranah, Guinea | 7344.0714968 | 9065.5525352 | 7332.5862661 | 0 |
| Fatick, Senegal | 1152.7028664 | 1970.8866230 | 1145.7595097 | 0 |
| Federal Capital Territory, Nigeria | 5541.5765989 | 7178.1756992 | 5524.8840264 | 0 |
| Fès - Boulemane, Morocco | NaN | -Inf | NA | 0 |
| Fianarantsoa, Madagascar | 2137.5829486 | 6111.4588073 | 1733.9710781 | 0 |
| Flacq, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Francistown, Botswana | 188.9905030 | 223.2762746 | 190.0188257 | 0 |
| Free State, South Africa | 1410.4819662 | 1410.4819662 | 1410.4819662 | 0 |
| Gabès, Tunisia | NaN | -Inf | NA | 0 |
| Gaborone, Botswana | NaN | -Inf | NA | 0 |
| Gabú, Guinea-Bissau | 3771.1937035 | 6919.1810838 | 3807.7969089 | 0 |
| Gafsa, Tunisia | NaN | -Inf | NA | 0 |
| Galguduud, Somalia | 558.6340210 | 1356.8205431 | 509.9210245 | 0 |
| Gambela Peoples, Ethiopia | 515.9227150 | 3661.4204912 | 287.8217420 | 0 |
| Gao, Mali | 2852.2081773 | 7435.3524694 | 2177.2021002 | 0 |
| Garissa, Kenya | 2000.4608190 | 3861.9988077 | 1915.7112240 | 0 |
| Gash Barka, Eritrea | 1089.8817781 | 2059.1737169 | 1088.9831501 | 0 |
| Gauteng, South Africa | 1709.1067252 | 2242.3599646 | 1776.7849898 | 0 |
| Gaza, Mozambique | 3348.7115179 | 7357.3677209 | 3508.8639614 | 0 |
| Gbapolu, Liberia | 3736.9846822 | 4793.6247506 | 3728.3534712 | 0 |
| Gedo, Somalia | 1830.2637409 | 4108.8842419 | 1845.5637387 | 0 |
| Geita, Tanzania | 4147.8000156 | 6435.1745092 | 4220.8941376 | 0 |
| Ghanzi, Botswana | 261.0239394 | 1458.2337335 | 199.6429523 | 0 |
| Gharb - Chrarda - Béni Hssen, Morocco | NaN | -Inf | NA | 0 |
| Ghardaïa, Algeria | NaN | -Inf | NA | 0 |
| Ghat, Libya | NaN | -Inf | NA | 0 |
| Gitega, Burundi | 2399.9137504 | 3004.9347970 | 2384.0485053 | 0 |
| Glacis, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Gôh-Djiboua, Côte d'Ivoire | 4170.1841938 | 7695.7255439 | 4193.3821493 | 0 |
| Gombe, Nigeria | 7747.9393629 | 8968.5701090 | 7873.4841215 | 0 |
| Gorgol, Mauritania | 696.2760668 | 1156.5400303 | 677.3583513 | 0 |
| Grand Cape Mount, Liberia | 1786.1153009 | 5788.7472424 | 871.3913154 | 0 |
| Grand Casablanca, Morocco | NaN | -Inf | NA | 0 |
| Grand Port, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Grand' Anse, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Grand'Anse Praslin, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| GrandBassa, Liberia | 2567.2650530 | 5528.0648930 | 2430.5265002 | 0 |
| GrandGedeh, Liberia | 3012.1687125 | 4095.0083483 | 3005.2503046 | 0 |
| GrandKru, Liberia | 5111.7322548 | 7272.2937094 | 4979.7428452 | 0 |
| Greater Accra, Ghana | 4025.2369565 | 5522.6155544 | 4254.5663196 | 0 |
| Guelma, Algeria | NaN | -Inf | NA | 0 |
| Guelmim - Es-Semara, Morocco | NaN | -Inf | NA | 0 |
| Guéra, Chad | 3769.5863473 | 4691.0118945 | 3846.1032534 | 0 |
| Guidimaka, Mauritania | 1191.4740718 | 3811.9789357 | 1158.2155800 | 0 |
| Gulu, Uganda | 4129.0726330 | 6929.0430538 | 4560.0057669 | 0 |
| Hadjer-Lamis, Chad | 2772.0320220 | 5821.7547365 | 2703.1878550 | 0 |
| Harare, Zimbabwe | 660.5995799 | 981.9144993 | 665.1753838 | 0 |
| Harari People, Ethiopia | 0.0018169 | 0.0033067 | 0.0017303 | 0 |
| Hardap, Namibia | NaN | -Inf | NA | 0 |
| Haut-Bassins, Burkina Faso | 9172.7260527 | 9699.7576806 | 9260.9452051 | 0 |
| Haut-Mbomou, Central African Republic | 2739.0711004 | 6337.9470611 | 2575.2721083 | 0 |
| Haut-Ogooué, Gabon | 2544.5733515 | 3793.5924045 | 2643.4682154 | 0 |
| Haute-Kotto, Central African Republic | 4016.1763132 | 7584.0920795 | 4013.8111153 | 0 |
| Hhohho, Swaziland | 456.1707466 | 586.1027843 | 453.1130535 | 0 |
| Hiiraan, Somalia | 1283.3975396 | 2684.6981943 | 1301.1685817 | 0 |
| Hodh ech Chargui, Mauritania | 2795.0452060 | 5996.8420222 | 2747.1126712 | 0 |
| Hodh el Gharbi, Mauritania | 1719.2466932 | 4344.3405539 | 1672.6502724 | 0 |
| Hoima, Uganda | 5273.0557233 | 6853.8177793 | 5480.4740951 | 0 |
| Homa Bay, Kenya | 5773.6276852 | 9227.8997156 | 5968.1125466 | 0 |
| Huambo, Angola | 2580.6639025 | 4042.4463527 | 2506.8316062 | 0 |
| Huíla, Angola | 3986.4286647 | 7353.5625789 | 4208.0527158 | 0 |
| Iburasirazuba, Rwanda | 1746.8125873 | 4753.0022297 | 1498.5437891 | 0 |
| Iburengerazuba, Rwanda | 1409.6523483 | 2166.3968720 | 1481.2707025 | 0 |
| Iganga, Uganda | 6527.6775708 | 7485.1423726 | 6605.4519211 | 0 |
| Illizi, Algeria | NaN | -Inf | NA | 0 |
| Imo, Nigeria | 5577.4152865 | 6997.1841529 | 5702.0651223 | 0 |
| Inchiri, Mauritania | NaN | -Inf | NA | 0 |
| Inhambane, Mozambique | 3592.9360156 | 7151.6267039 | 3423.1308866 | 0 |
| Iringa, Tanzania | 1731.7929617 | 4853.8114864 | 1874.4580442 | 0 |
| Isiolo, Kenya | 1634.5174034 | 3682.1556116 | 1573.8175101 | 0 |
| Janub Sina', Egypt | NaN | -Inf | NA | 0 |
| Jendouba, Tunisia | NaN | -Inf | NA | 0 |
| Jigawa, Nigeria | 5780.8408000 | 8597.9588833 | 5745.5673180 | 0 |
| Jijel, Algeria | NaN | -Inf | NA | 0 |
| Jinja, Uganda | 4453.0968597 | 5247.7604141 | 4575.1928572 | 0 |
| Jubbada Dhexe, Somalia | 3019.9988248 | 3862.8554121 | 3038.0127316 | 0 |
| Jubbada Hoose, Somalia | 2397.8277911 | 3872.7958158 | 2374.6650320 | 0 |
| Jungoli, South Sudan | 2329.2447628 | 4930.9013609 | 2696.0585060 | 0 |
| Jwaneng, Botswana | NaN | -Inf | NA | 0 |
| Kabale, Uganda | 1552.0237439 | 2060.2264706 | 1466.5551422 | 0 |
| Kabarole, Uganda | 5081.1861161 | 6080.7899656 | 5304.4272014 | 0 |
| Kaberamaido, Uganda | 5881.6982824 | 6594.7847061 | 5990.4726566 | 0 |
| Kaduna, Nigeria | 7753.9960260 | 8857.5626194 | 7846.1384822 | 0 |
| Kaffrine, Senegal | 1049.6270983 | 2004.9557103 | 981.7358915 | 0 |
| Kafr ash Shaykh, Egypt | NaN | -Inf | NA | 0 |
| Kagera, Tanzania | 1942.6770614 | 5475.0214796 | 2021.0176350 | 0 |
| Kairouan, Tunisia | NaN | -Inf | NA | 0 |
| Kajiado, Kenya | 2673.5754731 | 4220.9129385 | 2783.8625232 | 0 |
| Kakamega, Kenya | 6225.8548342 | 7355.6159871 | 6200.2996728 | 0 |
| Kalangala, Uganda | 3042.9396830 | 5576.8315626 | 3261.9065965 | 0 |
| Kampala, Uganda | 3257.4761760 | 4352.0604048 | 3071.7747709 | 0 |
| Kamuli, Uganda | 5914.1763146 | 7176.0821927 | 6018.5798712 | 0 |
| Kamwenge, Uganda | 5403.3694463 | 6330.6652625 | 5424.0004920 | 0 |
| Kanem, Chad | 1195.5440184 | 2201.4915667 | 1147.3629917 | 0 |
| Kani-Keli, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Kankan, Guinea | 8359.6789853 | 9465.0269676 | 8485.7277273 | 0 |
| Kano, Nigeria | 7715.6368817 | 9070.1810111 | 7787.1689188 | 0 |
| Kanungu, Uganda | 2269.4692130 | 3218.7608366 | 2540.5630347 | 0 |
| Kaolack, Senegal | 1282.5276242 | 2319.6559338 | 1215.4334665 | 0 |
| Kapchorwa, Uganda | 4707.4457504 | 6136.7013392 | 4757.8372491 | 0 |
| Kara, Togo | 7478.6240850 | 9047.5125159 | 7526.7487179 | 0 |
| Karonga, Malawi | 2952.2678218 | 6225.9468437 | 3218.8227749 | 0 |
| Karuzi, Burundi | 3530.4500617 | 4412.2428964 | 3618.3399866 | 0 |
| Kasaï-Occidental, Democratic Republic of the Congo | 3059.0907795 | 5258.9772906 | 3105.8739477 | 0 |
| Kasaï-Oriental, Democratic Republic of the Congo | 2270.6279792 | 4510.1809212 | 2308.7133780 | 0 |
| Kasese, Uganda | 3009.5226052 | 5767.8334696 | 3208.2070594 | 0 |
| Kassala, Sudan | 1145.4347258 | 2148.8476989 | 1121.8798853 | 0 |
| Kassérine, Tunisia | NaN | -Inf | NA | 0 |
| Kasungu, Malawi | 3243.3606369 | 5842.5363034 | 3512.8133864 | 0 |
| Katakwi, Uganda | 5094.5470543 | 6230.8397763 | 5180.7951997 | 0 |
| Katanga, Democratic Republic of the Congo | 1763.7031631 | 8827.8087161 | 1717.8897835 | 0 |
| Katavi, Tanzania | 2882.9376445 | 4947.9343284 | 3071.8597291 | 0 |
| Katsina, Nigeria | 7635.2743323 | 9050.0007751 | 7622.6862767 | 0 |
| Kavango, Namibia | 2660.5172499 | 4749.4214900 | 2803.7792086 | 0 |
| Kayanza, Burundi | 2104.6310666 | 3342.2221730 | 2096.1098543 | 0 |
| Kayes, Mali | 6152.8338410 | 8957.2899796 | 6687.3529299 | 0 |
| Kayunga, Uganda | 5428.5165622 | 6380.0941829 | 5527.1656961 | 0 |
| Kebbi, Nigeria | 6904.4505787 | 9639.8792337 | 6901.0129122 | 0 |
| Kebili, Tunisia | NaN | -Inf | NA | 0 |
| Kédougou, Senegal | 3617.7625721 | 6825.2290798 | 4072.1099407 | 0 |
| Kémo, Central African Republic | 4736.9181993 | 6869.7677105 | 4634.2396255 | 0 |
| Kericho, Kenya | 6531.5134134 | 8501.6938377 | 6682.2847440 | 0 |
| Kgalagadi, Botswana | 1110.7395252 | 1334.9915185 | 1156.3252678 | 0 |
| Kgatleng, Botswana | 359.8369226 | 492.2770661 | 354.1497850 | 0 |
| Khartoum, Sudan | 568.4696828 | 1198.6508401 | 533.3814349 | 0 |
| Khenchela, Algeria | NaN | -Inf | NA | 0 |
| Khomas, Namibia | 3052.0075935 | 3903.0544454 | 3037.3225515 | 0 |
| Kiambu, Kenya | 3689.2010534 | 4871.8090795 | 3708.9198413 | 0 |
| Kibale, Uganda | 5527.5225629 | 7056.3801571 | 5556.8135495 | 0 |
| Kiboga, Uganda | 6288.0193324 | 6986.4603974 | 6420.9248658 | 0 |
| Kidal, Mali | 2172.6000653 | 4624.1940809 | 2178.4848926 | 0 |
| Kié-Ntem, Equatorial Guinea | 2451.3838432 | 3300.6575318 | 2468.0264989 | 0 |
| Kigoma, Tanzania | 2942.7115125 | 6876.0177973 | 3396.3622118 | 0 |
| Kilifi, Kenya | 5899.6206044 | 7431.1898761 | 5944.9439799 | 0 |
| Kilimanjaro, Tanzania | 2558.1818426 | 5103.9855674 | 2366.5809498 | 0 |
| Kindia, Guinea | 7978.2068684 | 9446.0558134 | 8360.6964681 | 0 |
| Kinshasa City, Democratic Republic of the Congo | 3327.5960887 | 4915.1675549 | 3322.8371122 | 0 |
| Kirinyaga, Kenya | 3040.9811204 | 3867.5233286 | 3005.5989102 | 0 |
| Kirundo, Burundi | 4875.4661003 | 6287.6304345 | 4766.0979482 | 0 |
| Kisii, Kenya | 6356.2455396 | 8653.3515080 | 6248.8841109 | 0 |
| Kisoro, Uganda | 1524.4061939 | 1708.8576946 | 1532.2872479 | 0 |
| Kisumu, Kenya | 6980.4258225 | 8954.7094913 | 7383.0714583 | 0 |
| Kitgum, Uganda | 3339.7880367 | 5670.9980338 | 3454.8350299 | 0 |
| Kitui, Kenya | 2127.1545133 | 4280.1937077 | 2428.7642216 | 0 |
| Kivu, Democratic Republic of the Congo | 1315.8118636 | 5831.7607235 | 1339.1303351 | 0 |
| Kogi, Nigeria | 6342.3746559 | 8000.2631871 | 6326.0517988 | 0 |
| Kolda, Senegal | 3504.0656523 | 5151.5599994 | 3647.4552231 | 0 |
| Kotido, Uganda | 606.9284480 | 4084.7397229 | 0.0761575 | 0 |
| Kouffo, Benin | 5588.9376009 | 6607.7517027 | 5696.1082284 | 0 |
| Kouilou, Republic of Congo | 1245.8298277 | 3876.9926092 | 1306.9205469 | 0 |
| Koulikoro, Mali | 7600.0427503 | 9385.2199675 | 7724.9063627 | 0 |
| Koungou, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Kumi, Uganda | 6219.4072043 | 7464.1888772 | 6373.3852830 | 0 |
| Kunene, Namibia | 1848.2030424 | 3835.2207295 | 1841.4240606 | 0 |
| Kwale, Kenya | 4580.6972885 | 6777.8834351 | 4806.1640090 | 0 |
| Kwara, Nigeria | 5599.5269720 | 8560.5321368 | 5753.4458696 | 0 |
| KwaZulu-Natal, South Africa | 1159.5609556 | 2777.1211888 | 1127.7035953 | 0 |
| Kweneng, Botswana | 584.6080336 | 943.3388224 | 539.9055196 | 0 |
| Kyenjojo, Uganda | 5766.7359058 | 6770.9002152 | 5763.1038960 | 0 |
| La Digue and Inner Islands, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Laâyoune - Boujdour - Sakia El Hamra, Morocco | NaN | -Inf | NA | 0 |
| Laayoune, Western Sahara | NaN | -Inf | NA | 0 |
| Labé, Guinea | 7904.8353990 | 9268.5937725 | 7948.1115634 | 0 |
| Lac, Chad | 3046.1512389 | 6937.4531036 | 2788.5460242 | 0 |
| Lacs, Côte d'Ivoire | 4914.4055276 | 8747.4244033 | 5158.3518673 | 0 |
| Laghouat, Algeria | NaN | -Inf | NA | 0 |
| Lagos, Nigeria | 4411.7481229 | 7908.3604297 | 4691.7590731 | 0 |
| Lagunes, Côte d'Ivoire | 4723.4752505 | 8711.5214757 | 5306.2245047 | 0 |
| Laikipia, Kenya | 3001.6615057 | 4773.3590618 | 2962.1271288 | 0 |
| Lake Albert, Uganda | 2269.8661960 | 6545.0221414 | 2135.1228588 | 0 |
| Lake Victoria, Uganda | 804.1571712 | 6429.1463139 | 0.0800101 | 0 |
| Lakes, South Sudan | 4151.8102099 | 5565.2876738 | 4662.2286894 | 0 |
| Lamu, Kenya | 2769.8712978 | 4813.8756213 | 2498.3349573 | 0 |
| Le Kef, Tunisia | NaN | -Inf | NA | 0 |
| Lékoumou, Republic of Congo | 2556.3012171 | 4007.5360875 | 2547.6746715 | 0 |
| Leribe, Lesotho | NaN | -Inf | NA | 0 |
| Les Mamelles, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Likoma, Malawi | 0.0675486 | 0.0675486 | 0.0675486 | 0 |
| Likouala, Republic of Congo | 1730.8162638 | 5732.3249951 | 1774.1654142 | 0 |
| Lilongwe, Malawi | 2411.6063353 | 3612.9130299 | 2273.9650726 | 0 |
| Limpopo, South Africa | 1595.7081488 | 4310.8301885 | 1378.3060205 | 0 |
| Lindi, Tanzania | 2634.5339979 | 5503.2056368 | 2562.6868334 | 0 |
| Lira, Uganda | 5616.7914819 | 7310.5494351 | 5816.5145289 | 0 |
| Litoral, Equatorial Guinea | 2606.1352873 | 5272.0572593 | 2510.9952319 | 0 |
| Littoral, Benin | 2732.0839196 | 3026.0353329 | 2732.0839196 | 0 |
| Littoral, Cameroon | 3456.5607495 | 6204.1658736 | 3494.5460494 | 0 |
| Lobatse, Botswana | NaN | -Inf | NA | 0 |
| Lobaye, Central African Republic | 6236.2350003 | 7802.1221560 | 6301.7179260 | 0 |
| Lofa, Liberia | 2751.9917382 | 5771.2330988 | 2597.6915627 | 0 |
| Logone Occidental, Chad | 3067.8405933 | 4664.7996906 | 3022.9730958 | 0 |
| Logone Oriental, Chad | 3948.1538878 | 5868.9898574 | 3991.1760868 | 0 |
| Louga, Senegal | 1251.0550751 | 1694.7471339 | 1272.2599105 | 0 |
| Lower River, Gambia | 646.4455837 | 2264.7441768 | 542.6316829 | 0 |
| Luanda, Angola | 1721.9049185 | 2882.7734162 | 1712.5159789 | 0 |
| Luapula, Zambia | 1845.9662141 | 8668.6264634 | 1794.8075694 | 0 |
| Lubombo, Swaziland | 783.7705549 | 1994.2007105 | 723.8233213 | 0 |
| Lunda Norte, Angola | 1571.9450382 | 3194.9124266 | 1539.4839155 | 0 |
| Lunda Sul, Angola | 1461.8435297 | 2620.4677922 | 1417.7726310 | 0 |
| Lusaka, Zambia | 2943.6348695 | 5811.1920954 | 2839.8857518 | 0 |
| Luwero, Uganda | 5627.6726218 | 6908.4881133 | 5609.3010908 | 0 |
| M'Sila, Algeria | NaN | -Inf | NA | 0 |
| M'tsangamouji, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Maccarthy Island, Gambia | 750.3649091 | 2761.8585955 | 650.3609069 | 0 |
| Machakos, Kenya | 3497.7005674 | 4625.8585895 | 3564.8582915 | 0 |
| Machinga, Malawi | 1731.4953274 | 2950.5838649 | 1714.9984565 | 0 |
| Maekel, Eritrea | 724.6119210 | 1229.7503444 | 713.1501551 | 0 |
| Mafeteng, Lesotho | NaN | -Inf | NA | 0 |
| Mahajanga, Madagascar | 2798.4061025 | 5589.9146617 | 2634.6058095 | 0 |
| Mahdia, Tunisia | NaN | -Inf | NA | 0 |
| Maio, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Makamba, Burundi | 2074.6619667 | 3376.9381855 | 2393.0354662 | 0 |
| Makueni, Kenya | 3478.6790981 | 5528.7083651 | 3550.1338584 | 0 |
| Malanje, Angola | 2292.0797577 | 4625.4466934 | 2317.8728901 | 0 |
| Mambéré-Kadéï, Central African Republic | 5770.9486495 | 6850.3168753 | 5793.0939843 | 0 |
| Mamou, Guinea | 6710.9518912 | 8984.5487064 | 6724.8248835 | 0 |
| Mamoudzou, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Mandera, Kenya | 1032.6709135 | 1542.7358979 | 1090.4534028 | 0 |
| Mandoul, Chad | 3697.2451142 | 5100.2246811 | 3693.8137805 | 0 |
| Mangochi, Malawi | 1659.3325072 | 5501.7085033 | 915.6596166 | 0 |
| Manica, Mozambique | 3206.7802260 | 6744.0374800 | 3143.2555389 | 0 |
| Manicaland, Zimbabwe | 1613.9556492 | 3669.5491969 | 1551.7961424 | 0 |
| Manubah, Tunisia | NaN | -Inf | NA | 0 |
| Manyara, Tanzania | 1787.3375268 | 3635.1733544 | 1794.6693030 | 0 |
| Manzini, Swaziland | NaN | -Inf | NA | 0 |
| Maputo City, Mozambique | 3588.7248407 | 5676.9236506 | 3499.6904448 | 0 |
| Maputo, Mozambique | 4344.1112980 | 7176.6040955 | 4311.6638587 | 0 |
| Mara, Tanzania | 1853.9919248 | 6431.6406906 | 2011.0132413 | 0 |
| Maradi, Niger | 5124.3298487 | 7780.9928954 | 5328.5880392 | 0 |
| Margibi, Liberia | 3573.4482168 | 5448.6107274 | 3464.9035734 | 0 |
| Maritime, Togo | 5769.2064079 | 7053.8238838 | 6185.6612700 | 0 |
| Marrakech - Tensift - Al Haouz, Morocco | NaN | -Inf | NA | 0 |
| Marsabit, Kenya | 1070.6924960 | 2838.1235743 | 1075.4473526 | 0 |
| Maryland, Liberia | 4231.6567442 | 5534.0227796 | 4219.7658817 | 0 |
| Masaka, Uganda | 5019.0109733 | 6600.5867585 | 5091.0921346 | 0 |
| Mascara, Algeria | NaN | -Inf | NA | 0 |
| Maseru, Lesotho | NaN | -Inf | NA | 0 |
| Mashonaland Central, Zimbabwe | 1611.7086069 | 3471.8396409 | 1481.5725579 | 0 |
| Mashonaland East, Zimbabwe | 1294.0359477 | 3800.7326807 | 1104.2138774 | 0 |
| Mashonaland West, Zimbabwe | 1450.1729278 | 8527.7669869 | 1301.9928416 | 0 |
| Masindi, Uganda | 3987.9394575 | 6936.7207726 | 5323.3851488 | 0 |
| Masvingo, Zimbabwe | 1135.2051773 | 3948.8667269 | 1105.8500545 | 0 |
| Matabeleland North, Zimbabwe | 1690.6157601 | 9077.5242544 | 1428.8768749 | 0 |
| Matabeleland South, Zimbabwe | 636.8548899 | 1624.5511652 | 608.6666953 | 0 |
| Matam, Senegal | 1401.5933062 | 3418.7586208 | 1295.9700831 | 0 |
| Matrouh, Egypt | NaN | -Inf | NA | 0 |
| Mayo-Kebbi Est, Chad | 4349.3360863 | 6956.2311492 | 4515.6699569 | 0 |
| Mayo-Kebbi Ouest, Chad | 5191.9760872 | 6357.7214592 | 5204.9535463 | 0 |
| Mayuge, Uganda | 4959.2557373 | 6487.8449351 | 5317.5700528 | 0 |
| Mbale, Uganda | 6885.3474990 | 7697.3509431 | 6973.8612686 | 0 |
| Mbarara, Uganda | 3924.4835861 | 6192.5064639 | 3960.7601436 | 0 |
| Mbeya, Tanzania | 2588.6982938 | 4826.1215984 | 2697.5061245 | 0 |
| Mbomou, Central African Republic | 3970.4707218 | 6941.9029882 | 3993.1487743 | 0 |
| Mchinji, Malawi | 4117.6167767 | 5709.7006371 | 4069.5113621 | 0 |
| Médéa, Algeria | NaN | -Inf | NA | 0 |
| Médenine, Tunisia | NaN | -Inf | NA | 0 |
| Meknès - Tafilalet, Morocco | NaN | -Inf | NA | 0 |
| Meru, Kenya | 2244.9814291 | 6320.4196134 | 2269.5816657 | 0 |
| Midlands, Zimbabwe | 1545.3595936 | 5720.2146319 | 1017.0110216 | 0 |
| Migori, Kenya | 5092.2475656 | 7862.6556264 | 5634.7580937 | 0 |
| Mila, Algeria | NaN | -Inf | NA | 0 |
| Misratah, Libya | NaN | -Inf | NA | 0 |
| Mohale's Hoek, Lesotho | NaN | -Inf | NA | 0 |
| Moka, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Mokhotlong, Lesotho | NaN | -Inf | NA | 0 |
| Mombasa, Kenya | 5228.4373023 | 5951.3564759 | 5239.9955609 | 0 |
| Monastir, Tunisia | NaN | -Inf | NA | 0 |
| Mono, Benin | 5521.6712159 | 6558.8090657 | 5484.0772536 | 0 |
| Mont Buxton, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Mont Fleuri, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Montagnes, Côte d'Ivoire | 4570.9444060 | 7034.2657134 | 4841.0974340 | 0 |
| Montserrado, Liberia | 2519.9431919 | 5131.3399664 | 2510.4033908 | 0 |
| Mopti, Mali | 8839.2932022 | 9779.9723116 | 9118.0643773 | 0 |
| Morogoro, Tanzania | 2910.1816209 | 5560.5951704 | 2967.5073801 | 0 |
| Moroto, Uganda | 3163.1352474 | 5226.2389261 | 3550.7303187 | 0 |
| Mostaganem, Algeria | NaN | -Inf | NA | 0 |
| Mosteiros, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Moxico, Angola | 2261.3694780 | 5161.4875193 | 2276.4221051 | 0 |
| Moyen-Chari, Chad | 3946.0505566 | 4974.5116659 | 3963.8795422 | 0 |
| Moyen-Ogooué, Gabon | 1022.1123300 | 3544.8955361 | 862.6183383 | 0 |
| Moyo, Uganda | 4948.5998968 | 5847.4567847 | 5022.5863352 | 0 |
| Mpigi, Uganda | 5577.7388049 | 6856.0525309 | 5719.1515012 | 0 |
| Mpumalanga, South Africa | 2674.6749667 | 5888.8769626 | 2445.6935105 | 0 |
| Mtsamboro, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Mtwara, Tanzania | 3066.0464249 | 6021.3901039 | 2836.7907866 | 0 |
| Mubende, Uganda | 5856.4292131 | 6659.2629666 | 5880.7917788 | 0 |
| Muchinga, Zambia | 2554.4381921 | 5321.5058179 | 2603.1109790 | 0 |
| Mudug, Somalia | 615.4779088 | 2136.7632938 | 571.0701460 | 0 |
| Mukono, Uganda | 3902.8831199 | 4982.0422768 | 4169.8270433 | 0 |
| Mulanje, Malawi | 1178.9340711 | 2757.3373989 | 1059.8499903 | 0 |
| Muramvya, Burundi | 1664.6110978 | 2191.2383101 | 1626.5491209 | 0 |
| Murang'a, Kenya | 3209.1970337 | 4034.7400413 | 3220.5640674 | 0 |
| Murzuq, Libya | NaN | -Inf | NA | 0 |
| Muyinga, Burundi | 4290.5404455 | 5596.2910611 | 4193.2803927 | 0 |
| Mwali, Comoros | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Mwanza, Malawi | 2436.8022382 | 3541.6247160 | 2336.9524643 | 0 |
| Mwanza, Tanzania | 1995.7972501 | 5468.7027935 | 2050.0269053 | 0 |
| Mwaro, Burundi | 2104.5851879 | 2377.5887574 | 2090.2334353 | 0 |
| Mzimba, Malawi | 2819.8524516 | 5227.6226855 | 2599.6695155 | 0 |
| Naâma, Algeria | NaN | -Inf | NA | 0 |
| Nabeul, Tunisia | NaN | -Inf | NA | 0 |
| Nairobi, Kenya | 3433.7791374 | 4243.7775287 | 3417.9635930 | 0 |
| Nakapiripirit, Uganda | 4609.5652088 | 6160.9186813 | 4954.9842040 | 0 |
| Nakasongola, Uganda | 5986.9391886 | 6743.4563139 | 6058.8872454 | 0 |
| Nakuru, Kenya | 3178.7939286 | 4706.5287960 | 3063.8736193 | 0 |
| Nalut, Libya | NaN | -Inf | NA | 0 |
| Namibe, Angola | 1903.9929741 | 4028.1409784 | 2173.9402398 | 0 |
| Nampula, Mozambique | 3265.2701959 | 7697.7403734 | 3180.2938650 | 0 |
| Nana-Grébizi, Central African Republic | 4416.4702234 | 6030.7683321 | 4366.9412487 | 0 |
| Nana-Mambéré, Central African Republic | 6580.4292956 | 7695.6060455 | 6576.5627990 | 0 |
| Nandi, Kenya | 5579.3851159 | 7215.1130266 | 5633.6840564 | 0 |
| Narok, Kenya | 2241.4129307 | 5580.0671784 | 2114.3521908 | 0 |
| Nassa, Mozambique | 1209.9772397 | 3945.9810944 | 1037.6667191 | 0 |
| Nassarawa, Nigeria | 5345.0801096 | 6859.1433615 | 5282.9738543 | 0 |
| Nebbi, Uganda | 4818.3374901 | 6083.3516141 | 4913.3313703 | 0 |
| Neno, Malawi | 1906.5675579 | 3111.6052596 | 1882.7235027 | 0 |
| Ngounié, Gabon | 2474.5211743 | 3755.6586709 | 2510.9334173 | 0 |
| Ngozi, Burundi | 3419.2901110 | 4577.7605961 | 3543.3958089 | 0 |
| Niamey, Niger | 5384.1492786 | 5957.7527616 | 5401.2343504 | 0 |
| Niari, Republic of Congo | 2646.1762710 | 4613.1944235 | 2651.2847340 | 0 |
| Niger, Nigeria | 5632.8635667 | 9404.1960221 | 5675.4411623 | 0 |
| Nimba, Liberia | 2493.7347061 | 6451.2061580 | 2285.1381803 | 0 |
| Njazídja, Comoros | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Njombe, Tanzania | 2160.9107919 | 3991.6907033 | 2132.4965324 | 0 |
| Nkhata Bay, Malawi | 1520.9754288 | 6880.9699192 | 1240.5673275 | 0 |
| Nkhotakota, Malawi | 2095.6916270 | 6507.7034942 | 1443.3403346 | 0 |
| Nord-Ouest, Cameroon | 3262.1565009 | 5239.3638961 | 3249.1943789 | 0 |
| Nord, Burkina Faso | 8583.3925574 | 9347.9882193 | 8787.0475045 | 0 |
| Nord, Cameroon | 4347.0515975 | 7525.4743646 | 4575.3858219 | 0 |
| North Bahr-al-Ghazal, South Sudan | 4138.5080574 | 5826.0906803 | 3967.1190782 | 0 |
| North Bank, Gambia | 483.2350915 | 851.0064607 | 456.7059358 | 0 |
| North Darfur, Sudan | 594.3853928 | 2525.4236948 | 566.9891038 | 0 |
| North Kurdufan, Sudan | 938.8726354 | 2029.9675631 | 849.8058253 | 0 |
| North West, South Africa | 1017.4341522 | 1634.8511672 | 1060.3676265 | 0 |
| North-East, Botswana | 340.1964904 | 535.3047777 | 336.2287850 | 0 |
| North-West, Botswana | 580.5374373 | 2113.0958287 | 458.6952244 | 0 |
| North-Western, Zambia | 3774.6131012 | 6345.7938764 | 3914.8988066 | 0 |
| Northern Cape, South Africa | NaN | -Inf | NA | 0 |
| Northern, Ghana | 4947.8680262 | 8628.1035771 | 4987.7108020 | 0 |
| Northern, Sierra Leone | 6170.2248014 | 8744.2754419 | 5920.0861881 | 0 |
| Northern, Sudan | 319.3953654 | 1015.9170481 | 281.0805398 | 0 |
| Northern, Zambia | 2059.2815781 | 7229.5975352 | 1992.9449925 | 0 |
| Nouakchott, Mauritania | 1247.1146923 | 1898.5695634 | 1056.8972364 | 0 |
| Nsanje, Malawi | 1882.7629308 | 3302.5435169 | 1861.5647435 | 0 |
| Ntcheu, Malawi | 1691.8011574 | 3046.5081559 | 1656.2766057 | 0 |
| Ntchisi, Malawi | 3019.8989838 | 3725.2409321 | 2988.1708464 | 0 |
| Ntungamo, Uganda | 2407.1688341 | 3962.1128058 | 2370.1930087 | 0 |
| Nugaal, Somalia | 698.9115537 | 1759.7082203 | 686.0743420 | 0 |
| Nyamira, Kenya | 7101.9193767 | 9150.6521062 | 7279.2683102 | 0 |
| Nyandarua, Kenya | 2588.9740265 | 2937.7725794 | 2588.9740265 | 0 |
| Nyanga, Gabon | 2143.0205676 | 6905.6575910 | 2045.4171295 | 0 |
| Nyeri, Kenya | 2785.4567659 | 3383.8250773 | 2783.6180694 | 0 |
| Nzérékoré, Guinea | 7181.6469052 | 8714.0966191 | 7124.0414365 | 0 |
| Nzwani, Comoros | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Obock, Djibouti | 1223.6876592 | 2169.5475213 | 1129.4534370 | 0 |
| Ogooué-Ivindo, Gabon | 864.7382199 | 4002.7954218 | 790.5762635 | 0 |
| Ogooué-Lolo, Gabon | 1225.0430455 | 3488.1753145 | 1267.8122331 | 0 |
| Ogooué-Maritime, Gabon | 820.4999289 | 3431.5913547 | 546.9961458 | 0 |
| Ogun, Nigeria | 5053.3792049 | 8578.9431097 | 4986.9006821 | 0 |
| Ohangwena, Namibia | 3302.0341260 | 4087.7423515 | 3281.0629692 | 0 |
| Oio, Guinea-Bissau | 2381.3846208 | 3662.5088922 | 2403.2469502 | 0 |
| Omaheke, Namibia | 2560.4511819 | 3414.7872144 | 2600.1334188 | 0 |
| Ombella-M'Poko, Central African Republic | 6719.7527088 | 8720.7128193 | 6683.3833426 | 0 |
| Omusati, Namibia | 1991.2618754 | 3671.5748901 | 2291.7730783 | 0 |
| Ondo, Nigeria | 4746.2302881 | 6533.0830816 | 4726.4298687 | 0 |
| Oran, Algeria | NaN | -Inf | NA | 0 |
| Oriental, Morocco | NaN | -Inf | NA | 0 |
| Orientale, Democratic Republic of the Congo | 1894.2080859 | 9513.5696191 | 1731.5659507 | 0 |
| Oromia, Ethiopia | 155.8321485 | 1310.7776640 | 138.5489097 | 0 |
| Oshana, Namibia | 1894.4794823 | 3841.4602367 | 2554.4106249 | 0 |
| Oshikoto, Namibia | 2330.3356182 | 4216.0912867 | 2933.1400330 | 0 |
| Osun, Nigeria | 5566.2793047 | 7914.6202337 | 5531.2939765 | 0 |
| Otjozondjupa, Namibia | 2894.3538093 | 4015.0390166 | 2942.3990515 | 0 |
| Ouaddaï, Chad | 2213.9544061 | 3196.4200370 | 2236.7027219 | 0 |
| Ouaka, Central African Republic | 6543.8029019 | 8155.3236692 | 6622.8203255 | 0 |
| Ouangani, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Ouargla, Algeria | NaN | -Inf | NA | 0 |
| Oued el Dahab, Western Sahara | NaN | -Inf | NA | 0 |
| Ouémé, Benin | 5047.6304377 | 6363.7382282 | 5171.6153002 | 0 |
| Ouest, Cameroon | 3411.9551572 | 5155.7066270 | 3511.6296588 | 0 |
| Ouham-Pendé, Central African Republic | 6304.3329621 | 7349.5977833 | 6330.3042242 | 0 |
| Ouham, Central African Republic | 5326.0109791 | 6710.3375821 | 5290.4596881 | 0 |
| Oum el Bouaghi, Algeria | NaN | -Inf | NA | 0 |
| Outer Islands, Seychelles | NaN | -Inf | NA | 0 |
| Oyo, Nigeria | 7484.3123757 | 8961.1970431 | 7694.4749866 | 0 |
| Pader, Uganda | 4079.5497394 | 6180.5619211 | 4082.9935814 | 0 |
| Pallisa, Uganda | 7037.9622178 | 7860.3285284 | 7077.5792325 | 0 |
| Pamandzi, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Pamplemousses, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Paúl, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Pemba North, Tanzania | 2784.2432413 | 3334.0560622 | 2789.1214699 | 0 |
| Pemba South, Tanzania | 2876.5969396 | 3637.4038323 | 2821.7419609 | 0 |
| Phalombe, Malawi | 1778.7443367 | 3272.7621794 | 1615.3166141 | 0 |
| Plaines Wilhems, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Plaisance, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Plateau-Central, Burkina Faso | 7272.6667009 | 8776.0291996 | 7240.6187358 | 0 |
| Plateau, Benin | 5247.4714144 | 6159.9663210 | 5303.9581132 | 0 |
| Plateau, Nigeria | 6985.8168549 | 8446.7189476 | 7014.7088955 | 0 |
| Plateaux, Republic of Congo | 1982.6514532 | 3466.7270475 | 1967.9675131 | 0 |
| Plateaux, Togo | 6102.2768744 | 7126.1540025 | 6229.4423363 | 0 |
| Pointe La Rue, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Pointe Noire, Republic of Congo | 2468.2681043 | 2778.6047772 | 2745.5162232 | 0 |
| Pool, Republic of Congo | 3040.8558176 | 5218.9176883 | 2871.7670121 | 0 |
| Port Glaud, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Port Louis, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Porto Novo, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Praia, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Príncipe, São Tomé and Príncipe | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Pwani, Tanzania | 4143.0227803 | 6307.1378894 | 4158.2196751 | 0 |
| Qacha's Nek, Lesotho | NaN | -Inf | NA | 0 |
| Qina, Egypt | NaN | -Inf | NA | 0 |
| Quinara, Guinea-Bissau | 2460.5661427 | 3434.2810696 | 2486.5773851 | 0 |
| Quthing, Lesotho | NaN | -Inf | NA | 0 |
| Rabat - Salé - Zemmour - Zaer, Morocco | NaN | -Inf | NA | 0 |
| Rakai, Uganda | 4133.0511574 | 6156.8972372 | 4076.1403195 | 0 |
| Red Sea, Sudan | 346.1776939 | 2474.6130968 | 316.2588099 | 0 |
| Relizane, Algeria | NaN | -Inf | NA | 0 |
| Ribeira Brava, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Ribeira Grande de Santiago, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Ribeira Grande, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| River Cess, Liberia | 3980.7964961 | 6510.3848220 | 3930.1841772 | 0 |
| River Gee, Liberia | 4144.6073435 | 5033.1447799 | 4196.3940402 | 0 |
| River Nile, Sudan | 277.9404459 | 1143.1243202 | 245.5174752 | 0 |
| Rivers, Nigeria | 4976.6476820 | 7294.8556849 | 4922.7568890 | 0 |
| Rivière du Rempart, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Roche Caïman, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Rodriguez, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Rukungiri, Uganda | 2277.2347564 | 4034.1203868 | 2659.4497843 | 0 |
| Rukwa, Tanzania | 1484.2366947 | 3402.5625501 | 1524.9253373 | 0 |
| Rumphi, Malawi | 2273.5848627 | 5735.9703972 | 1957.9762783 | 0 |
| Rutana, Burundi | 2887.0524380 | 3649.5474351 | 2889.2336514 | 0 |
| Ruvuma, Tanzania | 1838.7382606 | 3546.6395784 | 1736.9767558 | 0 |
| Ruyigi, Burundi | 2982.0144177 | 3883.0718405 | 2936.3958214 | 0 |
| Sabha, Libya | NaN | -Inf | NA | 0 |
| Sada, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Sahel, Burkina Faso | 8132.8726688 | 9527.5850532 | 8212.0181881 | 0 |
| Saïda, Algeria | NaN | -Inf | NA | 0 |
| Saint Brandon, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Saint Helena, Saint Helena | NaN | -Inf | NA | 0 |
| Saint Louis, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Saint-Benoît, Reunion | NaN | -Inf | 0.0000000 | 0 |
| Saint-Denis, Reunion | NaN | -Inf | 0.0000000 | 0 |
| Saint-Louis, Senegal | 1202.7387599 | 1873.5610570 | 1296.5339543 | 0 |
| Saint-Paul, Reunion | NaN | -Inf | 0.0000000 | 0 |
| Saint-Pierre, Reunion | NaN | -Inf | 0.0000000 | 0 |
| Sal, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Salamat, Chad | 3663.7949893 | 4402.3216364 | 3695.5945446 | 0 |
| Salima, Malawi | 2965.0817301 | 5587.2023387 | 2245.2075656 | 0 |
| Samburu, Kenya | 2356.1278956 | 4182.1971911 | 2272.5907636 | 0 |
| Sanaag, Somalia | 976.0665896 | 1698.4656698 | 958.0518855 | 0 |
| Sangha-Mbaéré, Central African Republic | 4122.5485009 | 5663.8087597 | 4315.8902329 | 0 |
| Sangha, Republic of Congo | 2869.3871960 | 5051.8726729 | 3384.4669468 | 0 |
| Santa Catarina do Fogo, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Santa Catarina, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Santa Cruz, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| São Domingos, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| São Filipe, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| São Lourenço dos Órgãos, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| São Miguel, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| São Salvador do Mundo, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| São Tomé, São Tomé and Príncipe | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| São Vicente, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Sassandra-Marahoué, Côte d'Ivoire | 4389.2547081 | 8695.8430400 | 5076.1904676 | 0 |
| Savanes, Côte d'Ivoire | 7146.8812546 | 9480.8407819 | 7717.0795193 | 0 |
| Savanes, Togo | 6970.3348500 | 8595.1737417 | 7171.7028058 | 0 |
| Savanne, Mauritius | NaN | -Inf | 0.0000000 | 0 |
| Sédhiou, Senegal | 1564.3174377 | 3372.5844072 | 1543.6810649 | 0 |
| Ségou, Mali | 8171.1020102 | 9581.6711916 | 8076.9696181 | 0 |
| Selibe Phikwe, Botswana | 347.4266177 | 362.0215858 | 347.4266177 | 0 |
| Sembabule, Uganda | 5807.1091884 | 6683.6423708 | 5883.5868400 | 0 |
| Semenawi Keyih Bahri, Eritrea | 433.9911905 | 1380.9435823 | 402.9497563 | 0 |
| Sennar, Sudan | 1167.7671935 | 2475.4693154 | 1211.1012748 | 0 |
| Sétif, Algeria | NaN | -Inf | NA | 0 |
| Sfax, Tunisia | NaN | -Inf | NA | 0 |
| Shabeellaha Dhexe, Somalia | 2087.8558583 | 3369.3053088 | 2177.5757192 | 0 |
| Shabeellaha Hoose, Somalia | 2944.4812564 | 4305.3842890 | 3020.2156200 | 0 |
| Shamal Sina', Egypt | NaN | -Inf | NA | 0 |
| Shinyanga, Tanzania | 2558.6363919 | 5028.7722574 | 2510.5996361 | 0 |
| Shiselweni, Swaziland | NaN | -Inf | NA | 0 |
| Siaya, Kenya | 5451.1260963 | 7548.8283883 | 5997.7792261 | 0 |
| Sidi Bel Abbès, Algeria | NaN | -Inf | NA | 0 |
| Sidi Bou Zid, Tunisia | NaN | -Inf | NA | 0 |
| Sikasso, Mali | 8065.4959154 | 9670.2547129 | 7979.5036818 | 0 |
| Sila, Chad | 3047.4188430 | 4137.2907059 | 3087.2679941 | 0 |
| Siliana, Tunisia | NaN | -Inf | NA | 0 |
| Simiyu, Tanzania | 1356.3884963 | 2869.7254701 | 1372.0792638 | 0 |
| Singida, Tanzania | 1691.3388456 | 3537.4140782 | 1689.4244818 | 0 |
| Sinoe, Liberia | 3334.9504333 | 5769.8589856 | 3302.6192007 | 0 |
| Sironko, Uganda | 6009.3304217 | 7887.6138581 | 6161.6608458 | 0 |
| Skikda, Algeria | NaN | -Inf | NA | 0 |
| Sofala, Mozambique | 2457.2053762 | 6564.1321172 | 2547.5301344 | 0 |
| Sokoto, Nigeria | 7311.6628060 | 9081.6456115 | 7265.0540124 | 0 |
| Somali, Ethiopia | 374.9948040 | 1860.9342020 | 345.9941324 | 0 |
| Sool, Somalia | 1220.4941908 | 2258.8695823 | 1191.2932581 | 0 |
| Soroti, Uganda | 5988.6974667 | 6922.0060005 | 6056.1280365 | 0 |
| Souk Ahras, Algeria | NaN | -Inf | NA | 0 |
| Souss - Massa - Draâ, Morocco | NaN | -Inf | NA | 0 |
| Sousse, Tunisia | NaN | -Inf | NA | 0 |
| South Darfur, Sudan | 2712.3436735 | 5594.0661022 | 2565.7950085 | 0 |
| South Kurdufan, Sudan | 1214.3709594 | 2613.5512087 | 1165.1595672 | 0 |
| South-East, Botswana | NaN | -Inf | NA | 0 |
| Southern Nations, Nationalities and Peoples, Ethiopia | 233.1857976 | 1936.9992339 | 212.1228213 | 0 |
| Southern, Botswana | NaN | -Inf | NA | 0 |
| Southern, Sierra Leone | 4467.4483793 | 6941.6977889 | 4167.9414632 | 0 |
| Southern, Zambia | 1526.0683567 | 9340.8735454 | 1229.5623210 | 0 |
| Sowa, Botswana | 220.6886115 | 220.6886115 | 220.6886115 | 0 |
| Sud-Ouest, Burkina Faso | 8199.8608478 | 8828.4884166 | 8205.0298213 | 0 |
| Sud-Ouest, Cameroon | 3528.7421008 | 7334.1810756 | 3470.3232268 | 0 |
| Sud, Cameroon | 3562.9754970 | 6207.9526019 | 3696.9514236 | 0 |
| Suhaj, Egypt | NaN | -Inf | NA | 0 |
| Surt, Libya | NaN | -Inf | NA | 0 |
| Tabora, Tanzania | 2164.4927615 | 4617.3022824 | 2025.4482997 | 0 |
| Tadjourah, Djibouti | 1192.5980227 | 2058.7127146 | 1278.4785616 | 0 |
| Tadla - Azilal, Morocco | NaN | -Inf | NA | 0 |
| Tagant, Mauritania | 694.4068411 | 1903.4329476 | 627.9267573 | 0 |
| Tahoua, Niger | 3092.9989285 | 7212.0804137 | 2154.4979884 | 0 |
| Taita Taveta, Kenya | 2605.1970643 | 6354.4315494 | 3147.1741080 | 0 |
| Takamaka, Seychelles | NaN | -Inf | 0.0000000 | 0 |
| Tamanghasset, Algeria | NaN | -Inf | NA | 0 |
| Tambacounda, Senegal | 2778.6360079 | 5607.7985811 | 2897.8381240 | 0 |
| Tana River, Kenya | 2631.7425585 | 5117.7818762 | 2477.4098407 | 0 |
| Tandjilé, Chad | 2715.8435479 | 4191.2534710 | 2700.0774956 | 0 |
| Tanga, Tanzania | 3083.6015455 | 5162.1598422 | 3006.3368076 | 0 |
| Tanger - Tétouan, Morocco | NaN | -Inf | NA | 0 |
| Taraba, Nigeria | 5604.1285025 | 9008.2593465 | 5764.8381142 | 0 |
| Tarrafal de São Nicolau, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Tarrafal, Cape Verde | NaN | -Inf | 0.0000000 | 0 |
| Tataouine, Tunisia | NaN | -Inf | NA | 0 |
| Taza - Al Hoceima - Taounate, Morocco | NaN | -Inf | NA | 0 |
| Tébessa, Algeria | NaN | -Inf | NA | 0 |
| Tete, Mozambique | 3163.3245632 | 6440.8736246 | 3235.9666441 | 0 |
| Thaba-Tseka, Lesotho | NaN | -Inf | NA | 0 |
| Tharaka-Nithi, Kenya | 2511.8328076 | 3971.1105931 | 2413.2590708 | 0 |
| Thiès, Senegal | 1236.7871472 | 1817.2330880 | 1197.3255290 | 0 |
| Thyolo, Malawi | 1002.9954229 | 1270.9572851 | 1007.8258476 | 0 |
| Tiaret, Algeria | NaN | -Inf | NA | 0 |
| Tibesti, Chad | 649.3494347 | 870.7080191 | 667.1565883 | 0 |
| Tigray, Ethiopia | 249.8109892 | 2861.9881329 | 147.1617974 | 0 |
| Tillabéry, Niger | 4902.2341567 | 8621.7211989 | 5176.7700778 | 0 |
| Timbuktu, Mali | 5367.8987415 | 9018.8696469 | 5258.2264577 | 0 |
| Tindouf, Algeria | NaN | -Inf | NA | 0 |
| Tipaza, Algeria | NaN | -Inf | NA | 0 |
| Tiris Zemmour, Mauritania | NaN | -Inf | NA | 0 |
| Tissemsilt, Algeria | NaN | -Inf | NA | 0 |
| Tizi Ouzou, Algeria | NaN | -Inf | NA | 0 |
| Tlemcen, Algeria | NaN | -Inf | NA | 0 |
| Toamasina, Madagascar | 1632.0296714 | 4366.2574325 | 1444.6456950 | 0 |
| Togdheer, Somalia | 1561.5847710 | 3068.8621940 | 1408.7441424 | 0 |
| Toliary, Madagascar | 2478.4173731 | 7108.6276084 | 2381.8577717 | 0 |
| Tombali, Guinea-Bissau | 2686.6068788 | 4043.3430661 | 2549.3495600 | 0 |
| Tororo, Uganda | 7332.3177163 | 8033.2088185 | 7313.1758513 | 0 |
| Tozeur, Tunisia | NaN | -Inf | NA | 0 |
| Trans Nzoia, Kenya | 4971.6353578 | 6410.7154428 | 5109.9909900 | 0 |
| Trarza, Mauritania | 714.4834064 | 1813.5335510 | 753.1636405 | 0 |
| Tripoli, Libya | NaN | -Inf | NA | 0 |
| Tristan da Cunha, Saint Helena | NaN | -Inf | 0.0000000 | 0 |
| Tsingoni, Mayotte | 0.0000000 | 0.0000000 | 0.0000000 | 0 |
| Tunis, Tunisia | NaN | -Inf | NA | 0 |
| Turkana, Kenya | 1215.2667995 | 4791.0998019 | 1071.9518526 | 0 |
| Uasin Gishu, Kenya | 4280.0610548 | 5664.4365694 | 4343.5078160 | 0 |
| Uíge, Angola | 1905.3792693 | 3613.5873588 | 1884.7198021 | 0 |
| Umujyi wa Kigali, Rwanda | 1368.4180760 | 1849.4043707 | 1377.7310974 | 0 |
| Unity, South Sudan | 2827.9776329 | 4527.3351432 | 2849.9607919 | 0 |
| Upper East, Ghana | 7369.2649338 | 8574.4320014 | 7475.6625472 | 0 |
| Upper Nile, South Sudan | 2208.8660787 | 5491.4899647 | 2120.7948116 | 0 |
| Upper River, Gambia | 1071.2335218 | 3033.1881233 | 1037.5302393 | 0 |
| Upper West, Ghana | 7747.9542767 | 8508.9185309 | 7935.2580319 | 0 |
| Vakaga, Central African Republic | 2545.4845811 | 5576.8975587 | 2464.1402263 | 0 |
| Vallée du Bandama, Côte d'Ivoire | 4894.2357215 | 9153.2396438 | 4710.9637656 | 0 |
| Vihiga, Kenya | 7125.6642650 | 7760.9966674 | 7235.8559347 | 0 |
| Ville de N'Djamena, Chad | 2959.5013038 | 3443.4852195 | 3017.6951002 | 0 |
| Volta, Ghana | 4007.8144760 | 8346.7468014 | 3621.2446071 | 0 |
| Wadi al Hayat, Libya | NaN | -Inf | NA | 0 |
| Wadi ash Shati', Libya | NaN | -Inf | NA | 0 |
| Wadi Fira, Chad | 1370.5284717 | 3630.3872024 | 1220.2268938 | 0 |
| Wajir, Kenya | 1448.1940836 | 2134.5134947 | 1418.0150105 | 0 |
| Wakiso, Uganda | 4547.9585425 | 5627.8708785 | 4587.2662360 | 0 |
| Warap, South Sudan | 3860.4158691 | 5508.3682739 | 4051.1150581 | 0 |
| Wele-Nzas, Equatorial Guinea | 2154.1927027 | 2978.1084743 | 2236.8091274 | 0 |
| West Bahr-al-Ghazal, South Sudan | 4447.2787484 | 5857.2038692 | 4758.9426778 | 0 |
| West Darfur, Sudan | 1271.8419746 | 2769.3276112 | 1196.8366815 | 0 |
| West Equatoria, South Sudan | 5010.0056473 | 6344.9928497 | 5114.0324671 | 0 |
| West Kurdufan, Sudan | 1810.5538760 | 3382.1581717 | 1828.6252059 | 0 |
| West Pokot, Kenya | 4362.7455582 | 5941.2837347 | 4480.0594537 | 0 |
| Western Cape, South Africa | NaN | -Inf | NA | 0 |
| Western, Gambia | 549.9043335 | 872.4102473 | 494.2229164 | 0 |
| Western, Ghana | 3957.8944739 | 7575.8165182 | 3913.9621200 | 0 |
| Western, Sierra Leone | 4700.6222096 | 6216.2161076 | 4956.9096452 | 0 |
| Western, Zambia | 3427.9868971 | 5820.6886128 | 3568.4903947 | 0 |
| White Nile, Sudan | 736.3944244 | 1603.3084860 | 705.2660332 | 0 |
| Woqooyi Galbeed, Somalia | 1230.6514195 | 2755.7727465 | 1193.5999098 | 0 |
| Woroba, Côte d'Ivoire | 4843.7770773 | 9265.0194685 | 4676.8547076 | 0 |
| Wouleu-Ntem, Gabon | 745.6358760 | 3852.4022857 | 649.0713562 | 0 |
| Yamoussoukro, Côte d'Ivoire | 3548.8972060 | 7667.7086958 | 3220.4691410 | 0 |
| Yobe, Nigeria | 5531.4094782 | 7524.1095777 | 5520.2555121 | 0 |
| Yumbe, Uganda | 5191.4937389 | 6233.8586845 | 5532.4596894 | 0 |
| Zaghouan, Tunisia | NaN | -Inf | NA | 0 |
| Zaire, Angola | 1810.6774689 | 4354.0968185 | 1780.8331093 | 0 |
| Zambezi, Namibia | 1121.9744419 | 2547.8177371 | 1006.3787953 | 0 |
| Zambezia, Mozambique | 2959.2101616 | 7293.8078072 | 3074.1420161 | 0 |
| Zamfara, Nigeria | 7221.9352383 | 8519.0122758 | 7253.3667793 | 0 |
| Zanzan, Côte d'Ivoire | 4364.8825128 | 7890.9653281 | 5071.6241665 | 0 |
| Zanzibar North, Tanzania | 1895.4023098 | 2392.1052310 | 1859.4797599 | 0 |
| Zanzibar South and Central, Tanzania | 1733.7919731 | 2299.3920435 | 1775.7459596 | 0 |
| Zanzibar West, Tanzania | 2099.9165348 | 2350.9773407 | 2136.1813559 | 0 |
| Ziguinchor, Senegal | 1555.7521289 | 2669.1322419 | 1475.5671890 | 0 |
| Zinder, Niger | 3448.3067292 | 6836.4532125 | 3033.6445061 | 0 |
| Zomba, Malawi | 1491.9847560 | 3690.6388031 | 1344.8295746 | 0 |
| Zou, Benin | 5611.1946535 | 7007.6081351 | 5583.0829286 | 0 |
The below shows the top 20 districts in regards to average combined score.
| country | Average score | Max score | Median score | % of area > African median |
|---|---|---|---|---|
| Haut-Bassins, Burkina Faso | 9172.726 | 9699.758 | 9260.945 | 0 |
| Mopti, Mali | 8839.293 | 9779.972 | 9118.064 | 0 |
| Nord, Burkina Faso | 8583.393 | 9347.988 | 8787.048 | 0 |
| Boucle du Mouhoun, Burkina Faso | 8431.493 | 9635.263 | 8461.964 | 0 |
| Centre-Nord, Burkina Faso | 8382.458 | 9399.200 | 8596.679 | 0 |
| Kankan, Guinea | 8359.679 | 9465.027 | 8485.728 | 0 |
| Sud-Ouest, Burkina Faso | 8199.861 | 8828.488 | 8205.030 | 0 |
| Ségou, Mali | 8171.102 | 9581.671 | 8076.970 | 0 |
| Sahel, Burkina Faso | 8132.873 | 9527.585 | 8212.018 | 0 |
| Cascades, Burkina Faso | 8125.237 | 9191.895 | 8344.783 | 0 |
| Sikasso, Mali | 8065.496 | 9670.255 | 7979.504 | 0 |
| Centre-Ouest, Burkina Faso | 8030.598 | 9231.711 | 8029.212 | 0 |
| Kindia, Guinea | 7978.207 | 9446.056 | 8360.696 | 0 |
| Labé, Guinea | 7904.835 | 9268.594 | 7948.112 | 0 |
| Kaduna, Nigeria | 7753.996 | 8857.563 | 7846.138 | 0 |
| Upper West, Ghana | 7747.954 | 8508.919 | 7935.258 | 0 |
| Gombe, Nigeria | 7747.939 | 8968.570 | 7873.484 | 0 |
| Kano, Nigeria | 7715.637 | 9070.181 | 7787.169 | 0 |
| Basse-Kotto, Central African Republic | 7710.356 | 8721.381 | 7823.811 | 0 |
| Katsina, Nigeria | 7635.274 | 9050.001 | 7622.686 | 0 |
West Africa appears to be the region with the most promise for ivermectin-infused cows. Yummy.
https://livestock.geo-wiki.org/Application/index.php
(malaria, actually)
https://map.ox.ac.uk/explorer/#/explorer
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